The Linus Brief — October 10, 2026

Twitter

The tweet advocates for a shift from relying on Large Language Models (LLMs) to

It suggests that this change can improve critical thinking skills.

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Teach students the Progymnasmata, an ancient Greek writing program from the 4th

Teach students the Progymnasmata, an ancient Greek writing program from the 4th century AD, to develop their writing skills through a structured approach.

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The pelican on the bicycle test is a simple experiment designed to evaluate an A

The test involves displaying an image of a pelican riding a bicycle, and then asking the model to complete a sentence based on what it sees. This can be used as a bas

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Asking LLMs to "structure your response as HTML" and viewing the generated file

This approach has been effective in presenting output as slideshows or other formats. Source: https://x.com/karpathy/status/2053872850101285137

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A website called FMHY was created by accident and has been delisted from Google

It may still be available through alternative means.

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A crucial consideration for AI lab teams is ensuring their team has read and und

https://x.com/AnjneyMidha/status/2057821950798700736

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# Added: LLMs can enable new horizons beyond just speeding up existing technolog

This idea highlights the potential of large language models to create novel applications and possibilities. #LLMs #SequoiaAscent2026

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Yann LeCun's quote emphasizes the importance of understanding how neural network

This idea is relevant to AI research and development. It highlights the significance of theoretical knowledge in machine learning.

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The tweet highlights the complexity and depth of SpaceX's story, suggesting that

This could be a useful starting point for further research or discussion on innovation and entrepreneurship.

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Consider the concept of building income quietly through 7 prompts that don't req

This idea might be worth exploring for those who want to generate income without being in the spotlight.

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Karpathy joins Anthropic to work on LLMs, plans to resume education-focused work

Karpathy joins Anthropic to work on LLMs, plans to resume education-focused work in the future.

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Supermicro emphasizes an integrated approach to accelerate AI infrastructure fro

Supermicro emphasizes an integrated approach to accelerate AI infrastructure from silicon to deployment.* This highlights the importance of a holistic approach to innovation.*

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The self SNAG (Short Neck Angle Gaze) is a physical therapy technique that can p

This technique can be useful for anyone experiencing sudden or severe neck pain.

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Farzapedia is a personal Wikipedia created by Farza, showcasing a customized app

This method prioritizes explicit memory artifacts and user intention, as discussed in Karpathy's tweet from X.com.

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Built a system that connects a vintage rotary phone to an AI assistant, creating

This setup combines the simplicity of a dumbphone with the intelligence of AI. Utilized @cursor_ai for this project.

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The idea of leveraging AI to increase government transparency and accountability

People empowered by AI can help make governments more legible and accountable.

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The tweet describes a simple evaluation method for large language models (LLMs)

This can be used to test the understanding and knowledge of the model about geographical features. The idea provides a straightforward way to assess an LLM's capabilit

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Users of AirPods Pro typically follow a standard setup process after unboxing, i

This standardized behavior is observed across 10,000 customers over four years, suggesting a common user experience for this product. The observation

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Rambling session with a large language model (LLM) can be beneficial to provide

Using the `/voice` mode allows for a more conversational and relaxed approach to communication. This technique may help improve understanding between humans and LLMs.

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There is a notable lack of nuance and depth in public discussions about AI, part

This oversimplification has led to inaccurate views on AI capability. #AI #ChatGPT

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# Using Claude as a personal assistant # Personal OS for storing important data

# Using Claude as a personal assistant # Personal OS for storing important data # Improves productivity by consolidating tasks and information into one place

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Claude Fable 5: A variant of Mythos with improved benchmarks and added safeguard

Significantly outperforms state-of-the-art models on various fronts.

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The reason OpenClaw moment was so big is because it marked the first time non-te

This helped to humanize AI and break down barriers between non-experts and advanced technologies. The event showcased the impact of AI on a broader

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Curated from a discussion on the potential capabilities of Opus 5, this idea inv

The query mentions testing the limits of the model with a specific prompt and budget, sparking curiosity about its generalizability.

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Asks language models to explain concepts in the ASD-STE100 controlled language s

Asks language models to explain concepts in the ASD-STE100 controlled language specification for successful results.

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# Two horror novels that could be adapted into film or a limited series

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Summary of new paradigm for interacting with Claude to enhance human activity ac

Source URL: https://x.com/karpathy/status/2069547676849557725

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# Saved | A 3-day lying down exercise is claimed to help form the thigh gap and

The video is shared as a resource for those looking to try it out. No further information about the effectiveness or provenance of this method could be found.